(2020):
Die digitale Herausforderung: Tipping Points, die Ihr Unternehmen verändern werden.
324.
Freiburg, München, Stuttgart,
Haufe-Lexware.
More
Prof. Dr. Frauke Kreuter
External Fellow and Project director
Projects — current
- Democratizing Fairness in Artificial Intelligence and Algorithmic Decision-Making
- Leveraging Large Language Models for Digital Behaviour Data Analysis
- New Methods for Job and Occupation Classification
- Using Propensity Scores for Nonresponse Adjustment with Covariate Measurement Error
- Statistical Modeling Using Mouse Movements to Model Measurement Error and Improve Data Quality in Web Surveys
- Tools to Detect Fabricated Interviews
- CAIUS: Consequences of AI-Based Decision Making for Urban Societies
- Fairness in Automated Decision-Making—FairADM
Publication — recent
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(2017): Datenanalyse mit Stata. Allgemeine Konzepte der Datenanalyse und ihre praktische Anwendung. revised 5, 514. Berlin, DeGruyter Oldenbourg. More
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(2021): Big Data and Social Science: Data Science Methods and Tools for Research and Practice. 2nd edition, 411. Boca Raton, Chapman and Hall/CRC. More
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(2020): Interviewer Effects from a Total Survey Error Perspective. 346. Boca Raton, Chapman and Hall/CRC. More
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(2017): Big Data and Social Science: A Practical Guide to Methods and Tools. 356. London, Chapman & Hall / CRC Press. More
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(2024): Bridging the gap: Towards an expanded toolkit for AI-driven decision-making in the public sector. Government Information Quarterly, 41, 4, (article no.101976), pp. 1-22. More
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(2024): When Small Decisions Have Big Impact: Fairness Implications of Algorithmic Profiling Schemes. ACM Journal of Responsible Computing, 1, 4, (article no. 24), pp. 1-30. More
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(2023): Predicting question difficulty in web surveys: A machine learning approach based on mouse movement features. Social Science Computer Review, 41, 1, 141-162. More
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(2023): Augmenting survey data with digital trace data: Is there a threat to panel retention?. Journal of Survey Statistics and Methodology, 11, 3, 541–552. More
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(2023): Coverage Error in Data Collection Combining Mobile Surveys with Passive Measurement Using Apps: Data From a German National Survey. Sociological Methods & Research, 52, 2, 841–878. More
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(2023): The impact of modeling decisions in statistical profiling. Data & Policy, 5, (article-no. e32), pp. 1-19. More
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(2022): Changes in drinking days among United States adults during the COVID-19 pandemic. Addiction, 117, 2, 331-340. More
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(2022): Missing Data and Other Measurement Quality Issues in Mobile Geolocation Sensor Data. Social Science Computer Review, 40, 1, 212–235. More
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(2022): The Carryover Effects of Preceding Interviewer–Respondent Interaction on Responses in Audio Computer-Assisted Self-Interviewing (ACASI). Journal of Survey Statistics and Methodology, 10, 2, 299-316. More
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(2022): Social impacts of algorithmic decision-making: A research agenda for the social sciences. Big Data & Society, 1-13 (e-only). More
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(2022): Did the GDPR Increase Trust in Data Collectors? Evidence from Observational and Experimental Data. Information, Communication & Society, 25, 14, 2101-2121. More
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(2022): Non-participation in smartphone data collection using research apps. Journal of the Royal Statistical Society: Series A, Statistics in Society, 185, S2, S225-S245. More
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(2022): From fair predictions to just decisions? Conceptualizing algorithmic fairness and distributive justice in the context of data-driven decision-making. Frontiers in Sociology , 7, (article no. 883999), pp. 1-18. More
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(2022): A preregistered vignette experiment on determinants of health data sharing behavior: Willingness to donate sensor data, medical records, and biomarkers. Politics and the Life Sciences, 41, 2, 161–181. More
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(2022): Humans versus machines: Who is perceived to decide fairer? Experimental evidence on attitudes toward automated decision-making. Patterns, 3, 10, (article no. 100591) e-only. More
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(2022): Universal adaptability: Target-independent inference that competes with propensity scoring. Proceedings of the National Academy of Sciences, 119, 4, (article no. e2108097119), pp. 1-6. More
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(2021): Predicting voting behavior using digital trace data. Social Science Computer Review, 39, 5, 862–883. More
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(2021): Global Trends and Predictors of Face Mask Usage During the COVID-19 Pandemic. BMC Public Health, 21, (article no. 2099). Ithaca, NY, Cornell University. More
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(2021): The International Program in Survey and Data Science (IPSDS): A modern study program for working professionals. Statistical Journal of the IAOS, 37, 3, 921-933. More
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(2021): New Data Sources in Social Science Research: Things to Know Before Working With Reddit Data. Social Science Computer Review, 39, 4, 943-960. More
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(2021): The Relationship between Interviewer-Respondent Rapport and Data Quality. Journal of Survey Statistics and Methodology, 9, 3, 429–448. More
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(2021): Trajectories of Mental Distress Among U.S. Adults During the COVID-19 Pandemic. Annals of Behavioral Medicine, 55, 2, 93 - 102. More
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(2021): Human social sensing is an untapped resource for computational social science. Nature, 595, 214–222. More
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(2021): What surveys really say. Nature: International Weekly Journal of Science, 600, 7890, 614-615. More
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(2021): Protective and Risk Factors for Mental Distress and Its Impact on Health-Protective Behaviors during the SARS-CoV-2 Pandemic between March 2020 and March 2021 in Germany. International Journal of Environmental Research and Public Health, 18, 17, (article no. 9167). More
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(2021): Respondent understanding of data linkage consent. Survey Methods: Insights from the Field, (e-only). More
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(2021): The U.S. COVID-19 Trends and Impact Survey, 2020-2021: Continuous real-time measurement of COVID-19 symptoms, risks, protective behaviors, testing and vaccination. MedRxiv: the preprint server for health sciences, (e-only). More
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(2021): The US COVID-19 Trends and Impact Survey: Continuous real-time measurement of COVID-19 symptoms, risks, protective behaviors, testing, and vaccination. PNAS: Proceedings of the National Academy of Sciences of the United States of America, 118, 51, (article no. e2111454118). More
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(2021): Global monitoring of the impact of the COVID-19 pandemic through online surveys sampled from the Facebook user base. PNAS: Proceedings of the National Academy of Sciences of the United States of America, 118, 51, (article no. e2111455118). More
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(2021): Individual Acceptance of Using Health Data for Private and Public Benefit: Changes During the COVID-19 Pandemic. Harvard Data Science Review, Special issue "COVID-19: Unprecedented Challenges and Chances", 1, 1-24 (e-only). More
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(2020): Collecting Survey and Smartphone Sensor Data With an App: Opportunities and Challenges Around Privacy and Informed Consent. Social Science Computer Review, 38, 5, 533-549. More
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(2020): Using geofences to collect survey data: Lessons learned from the IAB-SMART study. Survey Methods: Insights from the Field, (e-only). More
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(2020): Acceptability of App-Based Contact Tracing for COVID-19: Cross-Country Survey Study. JMIR MHealth and UHealth, 8, 8, (article no. e19857). More
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(2020): Differential Privacy and Social Science: An Urgent Puzzle. Harvard Data Science Review, 2, 1, (e-only). More
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(2020): Mental Distress during the COVID-19 Pandemic among US Adults without a Pre-Existing Mental Health Condition: Findings from American Trend Panel Survey. Preventive Medicine, 139, Oktober 2020, (article no. 106231). More
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(2020): Partnering with facebook on a university-based rapid turn-around global survey. Survey Research Methods, 14, 2, 159-163. More
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(2020): Impacts of the COVID-19 Pandemic on Labor Market Surveys at the German Institute for Employment Research. Survey Research Methods, 14, 2, 229-233. More
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(2020): Psychomorbidity, Resilience, and Exacerbating and Protective Factors During the SARS-CoV-2 Pandemic: A systematic literature review and results from the German COSMO-PANEL. Deutsches Ärzteblatt International, 117, 625-632. More
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(2020): Mental Distress in the United States at the Beginning of the COVID-19 Pandemic. American Journal of Public Health, 110, 11, 1628-1634. More
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(2020): Associations Between Media Exposure and Mental Distress Among U.S. Adults at the Beginning of the COVID-19 Pandemic. American Journal of Preventive Medicine, 59, 5, 630-638. More
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(2019): The effect of survey mode on data quality: Disentangling nonresponse and measurement error bias. Journal of Official Statistics, 35, 1, 93-115. More
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(2019): Willingness to participate in passive mobile data collection. Public Opinion Quarterly, 83, S1, 210-235. More
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(2019): The Effect of Framing and Placement on Linkage Consent. Public Opinion Quarterly, 83, S1, 289-308. More
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(2019): Nonprobability sampling and causal analysis. Annual Review of Statistics and Its Application, 6, 149-172. More
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(2019): The impact of interviewer effects on regression coefficients. Journal of Survey Statistics and Methodology, 7, 2, 250–274. More
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(2019): Trust and cooperative behavior: Evidence from the realm of data-sharing. PLOS ONE, 14, 8, (e0220115). More
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(2019): Tree-based machine learning methods for survey research. Survey Research Methods, 13, 1, 73-93. More
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(2019): Change Through Data: A Data Analytics Training Program for Government Employees. Harvard Data Science Review, 1, 2, (e-only). More
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(2019): Does Benefit Framing Improve Record Linkage Consent Rates? A Survey Experiment. Survey Research Methods, 13, 3, 289-304. More
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(2018): The Effect of Monetary Incentives on Attrition Bias. Evidence from the PASS Wave 3 Incentive Experiment. Field Methods, 30, 1, 56–69. More
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(2018): Interviewer-respondent Interactions in Conversational and Standardized Interviewing. Field Methods, 30, 1, 3–21. More
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(2018): Can Conversational Interviewing Improve Survey Response Quality without Increasing Interviewer Effects?. Journal of the Royal Statistical Society. Series A (Statistics in Society), 181, 1, 181–203. More
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(2018): Occupation coding during the interview. Journal of the Royal Statistical Society: Series A (Statistics in Society), 181, 2, 379–407. More
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(2018): Nonresponse and Measurement Error Variance among Interviewers in Standardized and Conversational Interviewing. Journal of Survey Statistics and Methodology, 6, 3, 335-359. More
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(2018): Strategies for increasing the accuracy of interviewer observations of respondent features: evidence from the U.S. National Survey of Family Growth. Methodology, 14, 1, 16-29. More
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(2018): Within-household selection and dual-frame telephone surveys: a comparative experiment of eleven different selection methods. Survey Practice, 11, 2, 1-30. More
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(2017): Theory and practice in non-probability surveys: parallels between causal inference and survey inference. Public Opinion Quarterly, 81, S1, 250-271. More
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(2017): Using Mouse Movements to Predict Web Survey Response Difficulty. Social Science Computer Review, 35, 3, 388–405. More
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(2017): Evaluating the Quality of Survey and Administrative Data with Generalized Multitrait-Multimethod Models. Journal of the American Statistical Association, 112, 520, 1477-1489. More
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(2016): The Framing of the Record Linkage Consent Question. International Journal of Public Opinion Research, 28, 1, 142-152. More
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(2016): Evaluating Active (Opt-In) and Passive (Opt-Out) Consent Bias in the Transfer of Federal Contact Data to a Third-Party Survey Agency. Journal of Survey Statistics and Methodology, 4, 3, 382-416. More
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(2015): A practical technique for improving the accuracy of interviewer observations: Evidence from the national survey of family growth. Field Methods, 27, 2, 144-162. More
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(2015): A Note on Improving Process Efficiency in Panel Surveys with Paradata. Field Methods, 27, 1, 55-65. More
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(2015): Big Data in Survey Research: AAPOR Task Force Report. Public Opinion Quarterly, 79, 4, 839-880. More
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(2015): Effects of Cluster Sizes on Variance Components in Two-stage Sampling. Journal of Official Statistics, 31, 4, 763-782. More
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(2015): PracTools: Computations for Design of Finite Population Samples. The R Journal, 7, 2, 163-176. More
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(2014): Modeling Nonresponse in Establishment Surveys: Using an Ensemble Tree Model to Create Nonresponse Propensity Scores and Detect Potential Bias in an Agricultural Survey. Journal of Official Statistics, 30, 4, 701–719. More
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(2014): Is the Collection of Interviewer Observations Worthwhile in an Economic Panel Survey? New Evidence from the German Labor Market and Social Security (PASS) Study. Journal of Survey Statistics and Methodology, 2, 2, 159-181. More
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(2014): Increasing fieldwork efficiency through prespecified appointments. Journal of Survey Statistics and Methodology, 2, 2, 210-223. More
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(2014): The effect of benefit wording on consent to link survey and administrative records in a web survey. Public Opinion Quarterly, 78, 1, 166-176. More
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(2014): Which is the better investment for nonresponse adjustment: Purchasing commercial auxiliary data or collecting interviewer observations?. Public Opinion Quarterly, 78, 2, 440-473. More
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(2014): Assessing the mechanisms of misreporting to filter questions in surveys. Public Opinion Quarterly, 78, 3, 721-733. More
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(2025): Maximizing Data Yield - An Experimental Study of Framing, Motivation and Persuasion in Data Donation. [42. Kongress der Deutschen Gesellschaft für Soziologie, Duisburg, 22/09/2025 - 26/09/2025]. More
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(2025): Maximizing Data Yield - An Experimental Study of Framing and Motivation in Data Donation. [42. Kongress der Deutschen Gesellschaft für Soziologie, Duisburg, 22/09/2025 - 26/09/2025]. More
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(2025): Maximizing Data Yield - An Experimental Study of Framing and Motivation in Data Donation. [11th Conference of the European Survey Research Association (ESRA), Utrecht, 14/07/2025 - 17/07/2025]. More
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(2025): From Sensors to Insights: Measurement Quality Considerations for Studies Using Consumer-Grade Sensors. [AAPOR 80th Annual Conference, St. Louis, 14/05/2025 - 16/05/2025]. More
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(2025): Can’t get enough data? - Testing strategies to increase participation in data donation studies. [AAPOR 80th Annual Conference, St. Louis, 14/05/2025 - 16/05/2025]. More
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(2024): Research Avenues for Studying Effects of Algorithmic Decision-Making Systems on Social Inequality. [Digital Inequalities Symposium for Early-Career Researchers, Paris, 19/12/2024 - 19/12/2024]. More
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(2023): Humans vs. Machines: Who is Perceived to Decide Fairer? An Experiment about Citizens’ Attitudes. [The 2nd International Conference on Hybrid Human-Artificial Intelligence, Munich, 26/06/2023 - 30/06/2023]. More
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(2023): Empirical Evidence for Appropriate Flow of Information – Attitudes Towards Sharing Health and Energy Use Data Before and During Crisis Situations. [AAPOR 78th Annual Conference, Philadelphia, 10/05/2023 - 12/05/2023]. More
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(2023): Using survey experiments to longitudinally study privacy as contextual integrity. [10th Conference of the European Survey Research Association, Milan, 17/07/2023 - 21/07/2023]. More
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(2022): Challenges of Measuring Social Interaction with Smartphone App Data. [General Online Research (GOR 22), Berlin, 07/09/2022 - 09/09/2022]. More
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(2022): In which situations are people likely to share their health data? A vignette experiment on willingness to donate three different types of health data. [Frühjahrstagung der Sektion Methoden der empirischen Sozialforschung der Deutschen Gesellschaft für Soziologie (DGS), (virtual conference), 25/03/2022 - 26/03/2022]. More
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(2022): Methodische Herausforderungen bei der Aufbereitung und Auswertung von Smartphone-Daten zur Messung sozialer Interaktion. [Frühjahrstagung der Sektion Methoden der empirischen Sozialforschung der Deutschen Gesellschaft für Soziologie (DGS), (virtual conference), 25/03/2022 - 26/03/2022]. More
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(2021): Privacy Attitudes in Times of Crisis: Acceptance of Data Sharing for Public Health. [AAPOR 76th Annual Conference, (virtual conference), 11/05/2021 - 14/05/2021]. More
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(2021): A vignette experiment on determinants of health data sharing behavior: Willingness to donate sensor data, medical records, and biomarkers. [Science and Politics: Changing Attitudes and Emerging Methodologies, (virtual workshop), 05/11/2021 - 07/11/2021]. More
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(2021): Social networks on smartphones. Congruency of online and offline networks and their effect on labor market outcomes. [International Conference "What People Leave Behind: Marks, Traces, Footprints and their Significance for Social Sciences", (virtual conference), 15/06/2021 - 16/06/2021]. More
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(2021): Social networks on smartphones. Congruence of online and offline networks and their effect on labor market outcomes. [2nd Mobile Apps and Sensors in Surveys (MASS) Workshop, (virtual conference), 22/04/2021 - 23/04/2021]. More
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(2021): Pandemic Effects on Privacy Attitudes: Changes in Acceptance of Using Health Data for Private and Public Benefit. [3rd Annual Symposium on Applications of Contextual Integrity, (virtual conference), 30/09/2021 - 01/10/2021]. More
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(2021): IPS 65 - Women in Survey Sampling Research and Practice. [63rd ISI World Statistics Congress 2021, (virtual conference), 11/07/2021 - 16/07/2021]. More
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(2021): Mastering Big Data. [International Seminar / Mannheim Business School, Mannheim, 05/06/2021 - 05/06/2021]. More
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(2021): Wer entscheidet, was zählt? KI und Big Data: Anwendungen in wirtschafts- und sozialwissenschaftlicher Forschung. [KI Lectures, (virtual conference), 16/11/2021 - 16/11/2021]. More
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(2021): Using Human Social Sensing and Other Sensors to Enhance Public Health and Economic Research Studies. [54th Essex Summer School, (virtual conference), 11/08/2021 - 11/08/2021]. More
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(2021): Survey and Data Science: Lessons Learned from World‘s Largest Survey on COVID-19. [LAPOP's Workshop on International Survey Methods, (virtual conference), 15/12/2021 - 15/12/2021]. More
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(2021): Partnering with a Global Platform to Inform Research and Public Policy Making in Times of Covid-19. [Women in Data Science, Bonn, 28/05/2021 - 28/05/2021]. More
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(2021): Inter-Secretariat Working Group on Household Surveys Open Meeting on the Future of Household Surveys. [52nd United Nations Statistical Commission Positioning Household Surveys for the Next Decade, (virtual conference), 19/02/2021 - 19/02/2021]. More
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(2021): Auswertung von Smartphone-Daten für die Sozialforschung. [Gemeinsamer Kongress der DGS und der ÖGS "Post-Corona-Gesellschaft? Pandemie, Krise und ihre Folgen , (virtual conference), 23/08/2021 - 25/08/2021]. More
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(2021): Privacy Attitudes in Times of Crisis: Acceptance of Data Sharing for Public Health?. [Joint Statistical Meetings (JSM), (virtual conference), 08/08/2021 - 12/08/2021]. More
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(2020): Combining self-reports with passive mobile data collection: New forms of data collection lead to new forms of nonresponse. [International Workshop on Household Survey Nonresponse, (virtual), 25/08/2020 - 28/08/2020]. More
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(2020): Participation rates and bias in a smartphone study collecting self-reports and passive mobile measurements using a research app. [AAPOR 75th Annual Conference, (virtual conference), 11/06/2020 - 12/06/2020]. More
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(2020): Social Networks on Smartphones. Congruence of Online and Offline Networks and Their Effect on Labor Market Outcomes. [6th International Conference on Computational Social Science, (virtual conference), 17/07/2020 - 20/07/2020]. More
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(2020): Exploring Impacts of Artificial Intelligence on Urban Societies with Social Simulations. [40. Kongress der Deutschen Gesellschaft für Soziologie, (virtual conference), 14/09/2020 - 24/09/2020]. More
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(2020): An ensemble method for multivariate functional data classification, with application to mouse movement trajectories. [CMStatistics 2020, (virtual conference), 19/12/2020 - 21/12/2020]. More
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(2020): Social Networks on Smartphones - Congruency of Online and Offline Networks and Their Effect on Labor Market Outcomes. [32nd Annual SASE Meeting, (virtual conference), 18/07/2020 - 21/07/2020]. More
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(2020): Combining Data Sources. [Women in Data Science (WIDS Bonn 2020), (virtual conference), 25/09/2020 - 25/09/2020]. More
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(2020): Data Collection in the Area of Digitalization: Understanding Data Generating Processes. [Herausforderung Datenqualität: Forschung im digitalen Wandel, Hannover, 27/02/2020 - 28/02/2020]. More
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(2020): Datenschätze und wie man sich davon blenden lässt. [KI Lab Rhein-Neckar, (virtual), 24/07/2020 - 24/07/2020]. More
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(2020): Discussion - Time Series Modelling to Produce Economic Indicators in (near) Real-time. [Statistics Canada, (virtual), 06/06/2020 - 06/06/2020]. More
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(2020): Facebook COVID-19 Symptom Survey Partnerships. [Workshop "Data Collection in a time of multiple crises", Australian National University, (virtual), 21/05/2020 - 21/05/2020]. More
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(2020): FairADM - Fairness in Automated Decision-Making. [Kick-Off Event AI Research, BW Stiftung, (virtual), 13/07/2020 - 13/07/2020]. More
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(2020): Implications of Data Privacy Concerns for Empirical Social Science. [Summer Institute 2020 Methods Lectures: Differential Privacy for Economists, (virtual), 17/07/2020 - 17/07/2020]. More
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(2020): Modern Methods for Social Science Research. [Joint Statistical Meetings, ASA, (virtual conference), 02/08/2020 - 06/08/2020]. More
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(2020): Neues aus der digitalen Welt. [Society Disrupted '20, (virtual conference), 23/06/2020 - 24/06/2020]. More
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(2020): Will Differential Privacy Affect Social Science Research Workflow. [Joint Statistical Meetings, ASA, (virtual conference), 02/08/2020 - 06/08/2020]. More
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(2020): Using Paradata to Evaluate Online Performance. [Beyond results: Paving the way for the use of process data, International Association for the Evaluation of Educational Achievement, (virtual conference), 17/06/2020 - 19/06/2020]. More
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(2020): Registerdaten - Big Data - Forschungslücken. [8. Konferenz für Sozial- und Wirtschaftsdaten, Berlin, 02/03/2020 - 03/03/2020]. More
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(2020): Privacy Concerns. [11th Conference on Health Survey Research Methods (HSRMC), Williamsburg, VA, 04/03/2020 - 07/03/2020]. More
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(2020): NFDI for Business, Economic and Related Data. [NFDI-Konferenz 2020, DFG, (virtual conference), 08/07/2020 - 09/07/2020]. More
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(2020): Detecting difficulty in computer-assisted surveys through mouse movement trajectories: A new model for functional data classification. [BigSurv20, (virtual conference), 06/11/2020 - 04/12/2020]. More
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(2020): Mousetrap-web: An open, flexible survey paradata collection tool. [BigSurv20, (virtual conference), 06/11/2020 - 04/12/2020]. More
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(2020): Social Networks on Smartphones. Congruency of Online and Offline Networks and Their Effect on Labor Market Outcomes. [BigSurv20, (virtual conference), 06/11/2020 - 04/12/2020]. More
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(2020): Using geofences to trigger surveys in an app. [22nd General Online Research Conference, (virtual conference), 11/09/2020 - 11/09/2020]. More
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(2020): Akzeptanz App-basierter Kontaktnachverfolgung von Covid-19. [Seminar Series, Wissenschaftszentrum Berlin für Sozialforschung, (virtual), 22/04/2020 - 22/04/2020]. More
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(2020): Die digitale Herausforderung: Tipping Points, die ihr Unternehmen verändern werden. [KI Lab Rhein-Neckar, (virtual), 02/07/2020 - 02/07/2020]. More
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(2019): Social desirability in passive mobile data collection. [8th Conference of the European Survey Research Association, Zagreb, 15/07/2019 - 19/07/2019]. More
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(2019): Mobile Datenerhebung in einem Panel: Die IAB-SMART Studie. [Gemeinsame Tagung der Arbeitsgemeinschaft Sozialwissenschaftlicher Institute (ASI) und der DGS-Methoden Sektion, Köln, 15/11/2019 - 16/11/2019]. More
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(2019): Analyzing Administrative Data with Privacy Protection in Place. [Workshop "Privacy and the Science of Data Analysis", Berkeley, 08/04/2019 - 12/04/2019]. More
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(2019): Investigating the Utility of Interviewer Observations on the Survey Response Process. [Interviewer Workshop at University of Nebraska, Lincoln, NE, 27/02/2019 - 27/02/2019]. More
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(2019): The Social Survey Statistician's Perspective on (Differential). [Workshop "Data Privacy: Foundations and Applications Boot Camp", Berkeley, 28/01/2019 - 01/02/2019]. More
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(2019): Understanding Data Generating Processes. [Statistical Reasoning and Thinking Conference, Los Angeles, CA, 14/07/2019 - 14/07/2019]. More
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(2019): Will Differential Privacy Transform Social Science. [SEM 2019 - 6th Annual Conference, Frankfurt, 16/08/2019 - 18/08/2019]. More
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(2019): Enriching an ongoing panel survey with mobile phone measures: The IAB-SMART study. [DAGStat Conference 2019, Munich, 18/03/2019 - 22/03/2019]. More
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(2019): Interviewer Falsification in Survey Research: Detection Methods and Impact of Fraudulent Interviews. [Interviewers and Their Effects from a Total Survey Error Perspective Workshop, Lincoln, Nebraska, 26/02/2019 - 28/02/2019]. More
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(2018): Nonresponse Error in Passive Mobile Measurement. [Digital Traces Workshop, Bremen, 08/11/2018 - 10/11/2018]. More
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(2018): Marienthal 2.0. Can we observe effects of unemployment with smartphone data. [SocSciFoo, Menlo Park, CA, 02/02/2018 - 04/02/2018]. More
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(2018): Mastering privacy and informed consent. [Kavli Futures Symposium: Sensing the City, New York, NY, 26/04/2018 - 26/04/2018]. More
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(2018): Quality of Blended Data - Summary. [3rd FCSM/WSS Workshop on Transparent Reporting on the Quality of Integrated Data, Washington, DC, 26/02/2018 - 26/02/2018]. More
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(2018): Teaching Survey and Data Science outside the regular classroom. [ENAR Conference 2018, Atlanta, GA, 25/03/2018 - 28/03/2018]. More
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(2018): Does Smart Data Collection Reduce Respondent Burden?. [AAPOR 73rd Annual Conference, Denver, CO, 16/05/2018 - 19/05/2018]. More
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(2018): Lean Mean Survey Machines - Improving Survey Estimation and Data Processing using Machine Learning Methods. [AAPOR 73rd Annual Conference, Denver, CO, 16/05/2018 - 19/05/2018]. More
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(2018): Combining active and passive mobile data collection: A survey of concerns. [BigSurv 2018, Barcelona, 25/10/2018 - 27/10/2018]. More
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(2018): Coverage error in smartphone data collection. [General Online Research Conference (GOR18), Cologne, 28/02/2018 - 02/03/2018]. More
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(2018): Chair: Educating the Government Workforce to Lead with Statistics. [Joint Statistical Meetings, Vancouver, 28/07/2018 - 02/08/2018]. More
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(2018): Discussion: Improving Survey Data Quality with Machine Learning Techniques. [Joint Statistical Meetings, Vancouver, 28/07/2018 - 02/08/2018]. More
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(2018): Federal Statistics, Multiple Data Sources, and Privacy Protection: Next Steps. [Joint Statistical Meetings, Vancouver, 28/07/2018 - 02/08/2018]. More
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(2018): Big Data in der Arbeitsmarktforschung. [SAMF Jahrestagung "Arbeitsmarktforschung: Herausforderungen an Theorie, Daten und Forschungsinfrastruktur", Berlin, 15/02/2018 - 16/02/2018]. More
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(2017): Willingness to participate in passive mobile data collection. [AAPOR 72th Annual Conference, New Orleans, LA, 18/05/2017 - 21/05/2017]. More
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(2017): Learning from Mouse Movements: Improving Questionnaire and Respondents' User Experience through Passive Data Collection. [19th General Online Research Conference, Berlin, 15/03/2017 - 17/03/2017]. More
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(2016): Survey and Data Science - Kontakte in die Praxis. [Falk Forum: Digitale Transformation, Heidelberg, 23/06/2016 - 23/06/2016]. More
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(2016): Surveys in Transition. [Invited Seminar, Johns Hopkins School of Public Health, Baltimore, 28/11/2016 - 28/11/2016]. More
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(2016): Data Generating Processes and Research Goals: How to Think about Coverage, Measurement, and Inference. [Washington Statistical Society, Washington, DC, 10/03/2016 - 10/03/2016]. More
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(2016): International Program in Survey and Data Science. [3MC International Conference "Survey Methods in Multinational, Multiregional and Multicultural Context", Chicago, 25/07/2016 - 29/07/2016]. More
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(2016): Tailored Training for Employees of Federal Statistical Agencies: Looking Back and Looking Forward. [Washington Statistical Society, Washington, DC, 13/04/2016 - 13/04/2016]. More
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(2016): Learning from Mouse Movements: Improving Questionnaires and Respondents’ User Experience Through Passive Data Collection. [International Conference on Questionnaire Design, Development, Evaluation, and Testing (QDET2), Miami, 09/11/2016 - 13/11/2016]. More
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(2015): Responsive and Adaptive Designs (discussant). [60th ISI World Statistics Congress (WSC), Rio de Janeiro, 26/07/2015 - 31/07/2015]. More
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(2015): Small Area Estimation in Employment Research. [First Latin American International Statistical Institute Satellite Meeting on Small Area Estimation – SAE2015, Santiago de Chile, 03/08/2015 - 05/08/2015]. More
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(2015): Informed Consent: Survey Methodology Perspective. [Joint Statistical Meetings, Seattle, WA, 08/08/2015 - 13/08/2015]. More
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(2015): Keynote: Data Collection and Inference: Opportunities and Challenges with Administrative Data and Non-probability Sources. [6th Conference of the European Survey Research Association (ESRA), Reykjavik, 13/07/2015 - 17/07/2015]. More
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(2025): Unintended impacts of automation for integration? Simulating integration outcomes of algorithm-based refugee allocation in Germany. Proceedings of the Eighth AAAI/ACM Conference on AI, Ethics, and Society (AIES-25), 2, 2, 1375-1387. Washington, DC, Association for the Advancement of ArtificialIntelligence. More
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(2024): Die Vermittlung von Best Practices zur Messung von Datenqualität in den quantitativen Sozialwissenschaften. Lecture notes in Informatics (LNI): Proceedings ; P-352., 2224-2235. Bonn, Gesellschaft für Informatik e.V.. More
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(2022): Digital trace data. Modes of data collection, applications, and errors at a glance. 100-118. London, Routledge. More
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(2021): Combining Active and Passive Mobile Data Collection: A Survey of Concerns. 657-682. Hoboken, NJ, Wiley. More
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(2021): Mobile Datenerhebung in einem Panel. Die IAB-SMART Studie. 45-69. Wiesbaden, Springer VS. More
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(2020): Learning from Mouse Movements: Improving Questionnaire and Respondents’ User Experience through Passive Data Collection. 403-425. Hoboken, NJ, Wiley. More
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(2020): Zukunft der Aus- und Weiterbildung in der Markt- und Sozialforschung. 3-25. Wiesbaden, Springer/Gabler. More
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(2020): The Salience of Survey Burden and Its Effect on Response Behavior to Skip Questions: Experimental Results from Telephone and Web Surveys. 213-227. Hoboken, NJ, Wiley. More
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(2020): Statistical Identification of Fraudulent Interviews in Surveys: Improving Interviewer Controls. 102-116. Boca Raton, Chapman and Hall/CRC. More
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(2020): The Past, Present, and Future of Research on Interviewer Effects. 22-33. Boca Raton, Chapman and Hall/CRC Press. More
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(2020): Examining the Utility of Interviewer Observations on the Survey Response Process. 117-131 (eBook), 107-120 (print). Boca Raton, Chapman and Hall/CRC. More
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(2020): Statistical identification of fraudulent interviews in surveys: Improving interviewer controls. 91-105. New York, Chapman and Hall/CRC. More
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(2018): Integrating survey and learning analytics data for a better understanding of engagement in MOOCs. 247-261. Charlotte NC, Information Age Publishing. More
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(2018): Challenge to the established curriculum: a collection of reflections. 415-432. Cham, Springer. More
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(2017): Appendix A: Executive Summary from Innovations in Federal Statistics: Combining Data Sources While Protecting Privacy. 149–151. Washington, DC, The National Academies Press. More
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(2015): Motivated Misreporting: Shaping Answers to Reduce Survey Burden. 24-41. Frankfurt a. M., Campus. More
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(2014): Extracting information from big data: issues of measurement, inference and linkage. 257-275. Cambridge, Cambridge University Press. More
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(2021): Distributive Justice and Fairness Metrics in Automated Decision-making: How Much Overlap Is There?. 22. Ithaca, NY, Cornell University. More
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(2021): Fairness in Algorithmic Profiling: A German Case Study. 33. Ithaca, NY, Cornell University. More
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(2020): Predicting respondent difficulty in web surveys: A machine-learning approach based on mouse movement features. 40. Ithaca, NY, Cornell University. More
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(2017): Learning from mouse movements: Improving questionnaire and respondents' user experience through passive data collection. 2017, 26. Nürnberg, Institut for Employment Research. More
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(2015): Paradata – Big Data of Survey Research. 27-33. Paris, International Association of Survey Statisticians. More
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(2014): The 2010 PASS interviewer survey. Collecting data for research into interviewer effects. 02/2014, 92 S.. Nuremberg, IAB. More
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(2015): Obtaining Record Linkage Consent. Results from a Wording Experiment in Germany. Lausanne, Mannheim, Swiss Foundation for Research in Social Sciences; GESIS Leibniz-Institute for the Social Sciences . More